| Focal-UNet: UNet-like Focal Modulation for Medical Image Segmentation | Dec 19, 2022 | DecoderImage Segmentation | CodeCode Available | 1 |
| FocusCut: Diving Into a Focus View in Interactive Segmentation | Jan 1, 2022 | Image SegmentationInteractive Segmentation | CodeCode Available | 1 |
| Footprints and Free Space from a Single Color Image | Apr 14, 2020 | Semantic Segmentation | CodeCode Available | 1 |
| Diverse Image Synthesis from Semantic Layouts via Conditional IMLE | Nov 29, 2018 | Image GenerationSemantic Segmentation | CodeCode Available | 1 |
| A Recycling Training Strategy for Medical Image Segmentation with Diffusion Denoising Models | Aug 30, 2023 | DenoisingImage Segmentation | CodeCode Available | 1 |
| Foreground-Background Separation through Concept Distillation from Generative Image Foundation Models | Jan 1, 2023 | Conditional Image GenerationImage Generation | CodeCode Available | 1 |
| Annotator Consensus Prediction for Medical Image Segmentation with Diffusion Models | Jun 15, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| A Closer Look at the Explainability of Contrastive Language-Image Pre-training | Apr 12, 2023 | Interactive SegmentationLanguage Modelling | CodeCode Available | 1 |
| Form2Seq : A Framework for Higher-Order Form Structure Extraction | Jul 9, 2021 | FormSemantic Segmentation | CodeCode Available | 1 |
| CLIP-VIS: Adapting CLIP for Open-Vocabulary Video Instance Segmentation | Mar 19, 2024 | DecoderInstance Segmentation | CodeCode Available | 1 |
| DivergentNets: Medical Image Segmentation by Network Ensemble | Jul 1, 2021 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Computing the Testing Error Without a Testing Set | Jun 1, 2020 | Object RecognitionSemantic Segmentation | CodeCode Available | 1 |
| Clockwork Convnets for Video Semantic Segmentation | Aug 11, 2016 | Image SegmentationScheduling | CodeCode Available | 1 |
| AADG: Automatic Augmentation for Domain Generalization on Retinal Image Segmentation | Jul 27, 2022 | Data AugmentationDeep Reinforcement Learning | CodeCode Available | 1 |
| Diverse Branch Block: Building a Convolution as an Inception-like Unit | Mar 24, 2021 | image-classificationImage Classification | CodeCode Available | 1 |
| FreeCOS: Self-Supervised Learning from Fractals and Unlabeled Images for Curvilinear Object Segmentation | Jul 14, 2023 | Domain AdaptationSelf-Supervised Learning | CodeCode Available | 1 |
| FreePoint: Unsupervised Point Cloud Instance Segmentation | May 11, 2023 | Instance SegmentationSegmentation | CodeCode Available | 1 |
| DIVA-DAF: A Deep Learning Framework for Historical Document Image Analysis | Jan 20, 2022 | Deep LearningSemantic Segmentation | CodeCode Available | 1 |
| Advancing Semantic Future Prediction through Multimodal Visual Sequence Transformers | Jan 14, 2025 | Future predictionPrediction | CodeCode Available | 1 |
| Computing the Testing Error without a Testing Set | May 1, 2020 | Object RecognitionSemantic Segmentation | CodeCode Available | 1 |
| Frequency-mixed Single-source Domain Generalization for Medical Image Segmentation | Jul 18, 2023 | Domain GeneralizationImage Segmentation | CodeCode Available | 1 |
| Ultra-high Resolution Image Segmentation via Locality-aware Context Fusion and Alternating Local Enhancement | Sep 6, 2021 | Image SegmentationLand Cover Classification | CodeCode Available | 1 |
| Divergences in Color Perception between Deep Neural Networks and Humans | Sep 11, 2023 | image-classificationImage Classification | CodeCode Available | 1 |
| Distribution Alignment: A Unified Framework for Long-tail Visual Recognition | Mar 30, 2021 | General Classificationimage-classification | CodeCode Available | 1 |
| A residual dense vision transformer for medical image super-resolution with segmentation-based perceptual loss fine-tuning | Feb 22, 2023 | Image SegmentationImage Super-Resolution | CodeCode Available | 1 |
| EPCL: Frozen CLIP Transformer is An Efficient Point Cloud Encoder | Dec 8, 2022 | Few-Shot LearningSegmentation | CodeCode Available | 1 |
| Advancing Vision Transformers with Group-Mix Attention | Nov 26, 2023 | image-classificationImage Classification | CodeCode Available | 1 |
| Stitching, Fine-tuning, Re-training: A SAM-enabled Framework for Semi-supervised 3D Medical Image Segmentation | Mar 17, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| CLUDA : Contrastive Learning in Unsupervised Domain Adaptation for Semantic Segmentation | Aug 27, 2022 | Contrastive LearningDomain Adaptation | CodeCode Available | 1 |
| A Deeper Dive Into What Deep Spatiotemporal Networks Encode: Quantifying Static vs. Dynamic Information | Jun 6, 2022 | Action RecognitionSemantic Segmentation | CodeCode Available | 1 |
| Distribution-Aware Continual Test-Time Adaptation for Semantic Segmentation | Sep 24, 2023 | Autonomous DrivingSemantic Segmentation | CodeCode Available | 1 |
| Fully Automated Scan-to-BIM Via Point Cloud Instance Segmentation | Sep 11, 2023 | 3D Instance Segmentation3D Semantic Segmentation | CodeCode Available | 1 |
| Fully Convolutional Networks for Semantic Segmentation | Nov 14, 2014 | Crack SegmentationMultispectral Object Detection | CodeCode Available | 1 |
| Fully Convolutional Open Set Segmentation | Jun 25, 2020 | Open Set LearningSegmentation | CodeCode Available | 1 |
| HCFormer: Unified Image Segmentation with Hierarchical Clustering | May 20, 2022 | ClusteringImage Segmentation | CodeCode Available | 1 |
| Point-Set Kernel Clustering | Feb 14, 2020 | ClusteringSemantic Segmentation | CodeCode Available | 1 |
| FU-net: Multi-class Image Segmentation Using Feedback Weighted U-net | Apr 28, 2020 | Image SegmentationSegmentation | CodeCode Available | 1 |
| Funnel Activation for Visual Recognition | Jul 23, 2020 | Scene GenerationSemantic Segmentation | CodeCode Available | 1 |
| FusionPainting: Multimodal Fusion with Adaptive Attention for 3D Object Detection | Jun 23, 2021 | 3D Object DetectionAutonomous Driving | CodeCode Available | 1 |
| Clustering Plotted Data by Image Segmentation | Oct 6, 2021 | ClusteringImage Segmentation | CodeCode Available | 1 |
| DLA-Net: Learning Dual Local Attention Features for Semantic Segmentation of Large-Scale Building Facade Point Clouds | Jun 1, 2021 | 3D Semantic SegmentationDecoder | CodeCode Available | 1 |
| FusionU-Net: U-Net with Enhanced Skip Connection for Pathology Image Segmentation | Oct 17, 2023 | DecoderImage Segmentation | CodeCode Available | 1 |
| Dispel Darkness for Better Fusion: A Controllable Visual Enhancer based on Cross-modal Conditional Adversarial Learning | Jan 1, 2024 | object-detectionObject Detection | CodeCode Available | 1 |
| Disjoint Masking with Joint Distillation for Efficient Masked Image Modeling | Dec 31, 2022 | object-detectionObject Detection | CodeCode Available | 1 |
| A Review of Panoptic Segmentation for Mobile Mapping Point Clouds | Apr 27, 2023 | Instance SegmentationPanoptic Segmentation | CodeCode Available | 1 |
| Gauge Equivariant Convolutional Networks and the Icosahedral CNN | Feb 11, 2019 | Semantic Segmentation | CodeCode Available | 1 |
| CLUSTSEG: Clustering for Universal Segmentation | May 3, 2023 | Instance SegmentationPanoptic Segmentation | CodeCode Available | 1 |
| GBT-SAM: Adapting a Foundational Deep Learning Model for Generalizable Brain Tumor Segmentation via Efficient Integration of Multi-Parametric MRI Data | Mar 6, 2025 | Brain Tumor SegmentationImage Segmentation | CodeCode Available | 1 |
| GCtx-UNet: Efficient Network for Medical Image Segmentation | Jun 9, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Dissecting Self-Supervised Learning Methods for Surgical Computer Vision | Jul 1, 2022 | Action Triplet RecognitionSelf-Supervised Learning | CodeCode Available | 1 |
